Tomáš Mikolov

Tomáš Mikolov is a person.

• See: word2vec, Word Embedding Algorithm, [RNN LM]], Text Sequence Probability Function, bAbI Project.

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References

• Google Scholar Author Page: http://scholar.google.com/citations?user=oBu8kMMAAAAJ
• Professional Homepage: https://research.fb.com/people/mikolov-tomas/

2018

• (Mikolov et al., 2018) ⇒ Tomáš Mikolov, Edouard Grave, Piotr Bojanowski, Christian Puhrsch, and Armand Joulin. (2018). “Advances in Pre-training Distributed Word Representations.” In: Proceedings of LREC-2018, (LREC-2018).

2017

• (Bojanowski et al., 2017) ⇒ Piotr Bojanowski, Edouard Grave, Armand Joulin, and Tomáš Mikolov. (2017). “Enriching Word Vectors with Subword Information.” In: Transactions of the Association for Computational Linguistics 5

2016

• (Bojanowski et al., 2016) ⇒ Piotr Bojanowski, Edouard Grave, Armand Joulin, and Tomáš Mikolov. (2016). “Enriching Word Vectors with Subword Information.” arXiv preprint arXiv:1607.04606

2015

• (Weston et al., 2015) ⇒ Jason Weston, Antoine Bordes, Sumit Chopra, and Tomáš Mikolov. (2015). “Towards AI-complete Question Answering: A Set of Prerequisite Toy Tasks.” In: arXiv preprint arXiv:1502.05698.

2014

• (Le & Mikolov, 2014) ⇒ Quoc V. Le, and Tomáš Mikolov. (2014). “Distributed Representations of Sentences and Documents.” In: Proceedings of The 31st International Conference on Machine Learning (ICML 2014).
• (Chelba et al., 2014) ⇒ Ciprian Chelba, Tomáš Mikolov, Mike Schuster, Qi Ge, Thorsten Brants, Phillipp Koehn, and Tony Robinson. (2014). “One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling.” In: Proceedings of the 15th Annual Conference of the International Speech Communication Association (INTERSPEECH 2014).

2013

• (Mikolov et al., 2013c) ⇒ Tomáš Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. (2013). “Distributed Representations of Words and Phrases and their Compositionality.” In: Advances in Neural Information Processing Systems 26 (NIPS 2013).
• (Mikolov et al., 2013a) ⇒ Tomáš Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. (2013). “Efficient Estimation of Word Representations in Vector Space.” In: Proceedings of International Conference of Learning Representations Workshop.
• (Mikolov et al., 2013b) ⇒ Tomáš Mikolov, Wen-tau Yih, and Geoffrey Zweig. (2013). “Linguistic Regularities in Continuous Space Word Representations..” In: HLT-NAACL.

2012

• (Mikolov, 2012) ⇒ Tomáš Mikolov. (2012) "Statistical Language Models based on Neural Networks." PhD. Thesis, Brno University.
  • KEYWORDS: language model, neural network, recurrent, maximum entropy, speech recognition, data compression, artificial intelligence.

2011

• (Mikolov et al., 2011) ⇒ Tomáš Mikolov, Anoop Deoras, Stefan Kombrink, Lukas Burget, and Jan Černocký. (2011). “Empirical Evaluation and Combination of Advanced Language Modeling Techniques..” In: Proceedings of INTERSPEECH 2011.
• (Mikolov et al., 2011) ⇒ Tomáš Mikolov, Stefan Kombrink, Lukáš Burget, Jan Černocký, and Sanjeev Khudanpur. (2011). “Extensions of Recurrent Neural Network Language Model.” In: Proceedings of the 2011 IEEE International Conference on Acoustics, Speech and Signal Processing, (ICASSP-2011).

2010

• (Mikolov et al., 2010) ⇒ Tomáš Mikolov, Martin Karafiát, Lukas Burget, Jan Cernocký, and Sanjeev Khudanpur. (2010). “Recurrent Neural Network based Language Model..” In: INTERSPEECH 2010, 11th Annual Conference of the International Speech Communication Association, Makuhari, Chiba, Japan, September 26-30, 2010.

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